Regression with Neural Network in Elixir (Axon)I already covered implementing Linear Regression model in Elixir from scratch. This time we'll move to implementing something fancy - Deep Learning model using a neural network under the hood! I'm going to use the same dataset so you'll have a nice 1...Mar 15, 2024 · 12 min readagileandcode.com
Logistic Regression with Nx and ElixirIn the previous post, I described how to create a Linear Regression Machine Learning model in Elixir from scratch. This time we'll discuss so similar yet different beast - Logistic Regression. Logistic Regression First things first - what is this fun...Mar 5, 2024 · 10 min readagileandcode.com
Optimize ML with Feature EngineeringIn this article, I'll focus on getting as much value as possible from training data, particularly features. We'll continue our journey started in Linear Regression model using Elixir and Nx. Let's jump into the practice and learn how to squeeze lemon...Feb 19, 2024 · 6 min readagileandcode.com
Linear Regression with Elixir and NxIn the previous article, I made an intro to Machine Learning in the Elixir world. This time I'll show you how to actually do some real work! We'll analyze car data and try to predict the Miles Per Galon factor (label) based on related features like h...1YFeb 8, 2024 · 20 min readagileandcode.com
Machine Learning (in Elixir) - IntroThis post will be a part of my journey in learning Machine Learning (ML). I'm a student of the decent ML course "Machine Learning with JavaScript". You may wonder: Why not Python? Well, to make things more interesting - it won't even be JS 😉 I decid...Aug 25, 2023 · 9 min readagileandcode.com
